AI Analysis
Final verdict: SAFE
The package aap-core v0.2.0 is assessed as safe with minimal risks identified. While the metadata risk is slightly elevated due to the maintainer having only one package, there are no indications of malicious activities.
- No network calls
- No shell execution
- No obfuscation
- No credential harvesting
- Single package by maintainer
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires external services.
- Shell: No shell execution patterns detected, indicating no immediate risk of unauthorized system command execution.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The maintainer has only one package on PyPI, which could indicate a new or less active account.
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
No obfuscation patterns detected
Shell / Subprocess Execution
No shell execution patterns detected
Credential Harvesting
No credential harvesting patterns detected
Typosquatting
No typosquatting candidates detected
Registered Email Domain
Email domain looks legitimate: gmail.com>
Suspicious Page Links
All external links appear legitimate
Git Repository History
Repository quanghona/agent_design_pattern appears legitimate
Maintainer History
score 2.0
1 maintainer concern(s) found
Author "Ly Hon Quang" appears to have only 1 package on PyPI (new or inactive account)
Known CVE Vulnerabilities
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Use this prompt to build a project with aap-core
Create a fully-functional mini-application named 'TaskMaster' that leverages the 'aap-core' package to manage tasks efficiently using the agent design pattern. TaskMaster should allow users to create, assign, and track various types of tasks, including but not limited to daily routines, work-related projects, and personal goals. Each task will have attributes such as name, description, priority level, due date, and status (e.g., pending, in progress, completed). Additionally, the application should support user management, allowing different users to log in, view their assigned tasks, and update task statuses. Step-by-Step Implementation: 1. Set up a virtual environment and install the required packages, including 'aap-core'. 2. Design the task and user models, incorporating the necessary attributes and relationships between them. 3. Implement the core functionalities of TaskMaster using agents from 'aap-core'. For instance, you might create agents responsible for task creation, assignment, and status updates. 4. Develop a simple command-line interface (CLI) for interacting with TaskMaster, where users can log in, view their tasks, add new tasks, and update task statuses. 5. Ensure that each task is associated with a specific user and that users can only modify tasks they own. 6. Add logging capabilities to track actions performed within TaskMaster, such as when a task was created, updated, or marked as completed. 7. Implement a feature that sends notifications to users via email or SMS when a task reaches its due date or changes status. 8. Test the application thoroughly to ensure all functionalities work as expected. 9. Document the codebase and provide usage instructions for future contributors or users. Suggested Features: - User authentication and authorization. - Task categorization into different groups or categories. - Support for recurring tasks. - Integration with calendar apps for better task scheduling. - A reporting module that generates statistics on task completion rates and user productivity. How 'aap-core' is Utilized: - Use 'aap-core' to define and manage agents that handle specific aspects of TaskMaster, such as task creation, assignment, and status updates. This will help in maintaining a clean separation of concerns and making the application more modular and scalable. For example, you could create a TaskAgent that manages all operations related to tasks, including creating, updating, and deleting them. Similarly, a UserAgent could handle user-specific operations like login, logout, and viewing assigned tasks.